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UniverSeg – Universal Medical Image Segmentation Models
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ShrinkBench – Neural Network Pruning Framework
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HyperLight – Hypernetworks in Pytorch made easy
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ThunderPack – Blazingly fast multi-modal data format
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Pylot – Experiment management for deep learning science
LoRA Learns Less and Forgets Less
Dan Biderman, Jose Javier Gonzalez Ortiz, Jacob Portes, Mansheej Paul, Philip Greengard, Connor Jennings, Daniel King, Sam Havens, Vitaliy Chiley, Jonathan Frankle, Cody Blakeney, John P. Cunningham ArXiv Preprint. [paper]Introducing DBRX: A New State-of-the-Art Open LLM
The Mosaic Research Team Mosaic Research Blog. [blog] [code]Tyche: Stochastic In-Context Learning for Medical Image Segmentation
Marianne Rakic, Hallee E. Wong, Jose Javier Gonzalez Ortiz, Beth Cimini, John Guttag, Adrian V. Dalca Computer Vision and Pattern Recognition Conference - CVPR 2024. [paper] [code]Magnitude Invariant Parametrizations Improve Hypernetwork Learning
Jose Javier Gonzalez Ortiz, John Guttag, Adrian V. Dalca International Conference on Learning Representations - ICLR 2024. [paper] [code]Scale-Space Hypernetworks for Efficient Biomedical Imaging
Jose Javier Gonzalez Ortiz, John Guttag, Adrian V. Dalca NeurIPS 2023. [paper] [code]Universeg: Universal Medical Image Segmentation
Jose Javier Gonzalez Ortiz*, Victor Butoi*, Tianyu Ma, Mert Sabuncu, John Guttag, Adrian V. Dalca International Conference on Computer Vision - ICCV 2023. [paper] [code] [website]Trade-offs of Local SGD at Scale: An Empirical Study
Jose Javier Gonzalez Ortiz, Jonathan Frankle, Mike Rabbat, Ari Morcos, Nicolas Ballas NeurIPS 2020 OptML Workshop. [paper] [code] [poster]What is the State of Neural Network Pruning?
Jose Javier Gonzalez Ortiz*, Davis Blalock*, Jonathan Frankle, John Guttag MLSys 2020, Oral. [paper] [code] [slides] [poster]Standardizing Evaluation of Neural Network Pruning
Jose Javier Gonzalez Ortiz, Davis Blalock, John Guttag SOSP 2019 AI Systems Workshop, Oral. [paper] [code] [slides] [poster]Learning from Few Subjects with Large Amounts of Voice Monitoring Data
Jose Javier Gonzalez Ortiz, Daryush Mehta, Jarrad Van Stan, Robert Hillman, John Guttag, Marzyeh Ghassemi MLHC 2019, Oral. [paper] [slides] [poster]Image Segmentation of Liver Stage Malaria Infection
Ava Soleimany, Harini Suresh, Jose Javier Gonzalez Ortiz, Divya Shanmugam, Nil Gural, John Guttag, Sangeeta Bhatia ICML 2019 Workshop on Computational Biology. [paper]Heart Sound Classification based on Temporal Alignment Techniques
Jose Javier Gonzalez, Cheng Perng Phoo, Jenna Wiens CinC 2016. [paper] [poster]A Simple Power Attack in the TwoFish Key Schedule
Jose Javier Gonzalez Ortiz, Kevin J. Compton Bachelor Thesis 2016. [paper] [code] [slides]– The Missing Semester of Your CS Education
– Personal configuration files
– AI driven signature sculpture at Kendall Square
– Crash course on Deep Learning techniques
– My solutions to the festive programming challenges
– I designed, built and coded a 3D LED cube
– Fast and parallel computation of Dynamic Time Warping in Python
Qualcomm Innovation Fellowship 2018
la Caixa Foundation Fellowship 2018
Undergraduate Excellence Award – U.P.Comillas ICAI 2016
Excellence Scholarship for County of Madrid 2012-2016